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The data have been collected in such a manner that subjects cannot be identified, directly or through identifiers linked to the subjects.
Therefore, participants cannot be identified, directly or through identifiers linked to the participants.
This is on condition that sources cannot be "identified directly or through identifiers linked to the samples and data" [ 1].
This study involved collection of existing data from patient records in such a manner that subjects cannot be identified, directly or through identifiers linked to the subjects.
Patients' personal information was recorded in such a manner that subjects cannot be identified directly or through identifiers linked to the subjects.
This study involved collection of existing data from patient records in such a manner that subjects could not be identified, directly or through identifiers linked to the subjects.
The data is not developed or reported in a way that subjects can be identified, directly or through identifiers linked to subjects.
Personal information concerning these samples had been recorded in such a manner that subjects could not be identified, directly or through identifiers according to the HIPAA rules.
It all started for a simple reason: more than a third of all the unemployed were identified, directly or indirectly, with the building trades.
The presented coprime factorization can be identified directly from data.
Trees were identified directly in the field to the lowest taxonomical level.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com